期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

无刷直流电机调速系统模糊神经网络控制新方法 被引量：10

A novel fuzzy neural network control strategy of BLDCM speed servo system
下载PDF
导出
摘要 在分析无刷直流电机(BLDCM)数学模型的基础上建立控制系统的仿真模型,提出了用基本样条函数实现BLDCM模糊神经网络速度控制器设计的新方法.在dSPACE环境中构建了BLDCM控制系统硬件,进行了基本样条模糊神经网络调速系统的实时控制实验。结果表明,该方法响应快、超调小、鲁棒性强,动、静态特性均优于传统PI控制。 A ccording to the mathematical model of BLDCM,a novel fuzzy neural network control method,which is in he construction of B-spline function,is proposed for controlling the speed servo system.In dSPACE development environment,the BLDCM system real-time experimental platform has been established to testify the different control strategies.The experimental results show the improved performance is superior to the traditional PI controller.It works well with high dynamic and static performance because of its advantage in quick response and good robustness.
作者 纪志成 薛花 沈艳霞
机构地区 江南大学电气传动研究所
出处 《电机与控制学报》 EI CSCD 北大核心 2004年第1期5-9,共5页 Electric Machines and Control
关键词 无刷直流电机 调速系统 数学模型 模糊神经网络 控制系统 仿真模型 样条函数 Brushless DC Motor (BLDCM) fuzzy neural network control B-spline function dSPACE
分类号 TM33 [电气工程—电机] TP183 [自动化与计算机技术—控制理论与控制工程]
  • 相关文献

参考文献5

  • 1纪志成,沈艳霞,姜建国.基于Matlab无刷直流电机系统仿真建模的新方法[J].系统仿真学报,2003,15(12):1745-1749. 被引量：211
  • 2LIN F J,WAI R J,CHEN H P.A PM synchronous servo motor drive with an on-line trained fuzzy neural network controller[J].IEEE Trans.on Energy Conversion,1998,4(13): 319- 325.
  • 3LEE J H,KIM D H,PARK L H.Minimization of higher back-EMF harmonics in permanent magnet motor using shape design sensitivity with B-spline parameterization[J].IEEE Trans.on Magnetics,2003,3(39): 1 269-1 272.
  • 4SHUANG CONG,RUIXIANG SONG.An improved Bspline fuzzy-neural network controller[A].Intelligent Control and Automation [C].Hefei: Univ.of Sci.& Technol.of China,2000.1 713-1 717.
  • 5RUANO A E.,CABRITA C,Oliveira J V,et al.Supervised training algorithms for B-spline neural networks and fuzzy systems[A].IFSA World Congress and 20tn NAFIPS International Conference[C].Vancouver: Algarve Univ.,2001.2 830-2835.

二级参考文献15

  • 1[1]Miller T J E. Brushless Permanent- Magnet and Reluctance Motor Drives [M]. Oxford New York: Clarendon Press, 1989.
  • 2[2]Pragasan Pillay, R Krishnan. Modeling of permanent magnet motor drives [J]. IEEE Trans. on Industry Electronics, 1988, 35(4): 537-541.
  • 3[3]Evans P D, Brown D. Simulation of brushless DC drives [C]. IEE Proceedings B, Electric Power Applications, 137(5): 299-308.
  • 4[4]Pillay P, Krishnan R. Modeling, simulation, and analysis of permanent-magnet motor drives, Part Ⅰ: The permanent-magnet synchronous motor drive [J]. IEEE Trans. on Industry Applications, 1989, 25(2): 265-273.
  • 5[5]Pillay P, Krishnan R. Modeling, simulation, and analysis of permanent-magnet motor drives, Part Ⅱ: The brushless DC motor drive [J]. IEEE Trans. on Industry Applications, 1989, 25(2): 274-279.
  • 6[6]Irfan Guney, Yukset Oguz, Fusun Serteller. Dynamic behavior model of permanent magnet synchronous motor fed by PWM inverter and fuzzy logic controller for stator phase current, flux and torque control of PMSM [C]. IEEE Proceeding from Electric Machines and Drives Conference, 2001, 12-17: 479-485.
  • 7[7]Bolopion A, Jouve D, Pacaut R. Control of permanent magnets synchronous machines a simulation comparative survey [C]. IEEE Proceeding from Applied Power Electronics Conference and Exposition, 1990, 11-16: 374-383.
  • 8[8]Hoang Le-Huy. Modeling and simulation of electrical drives using MATLAB Simulink and Power System Blockset [C]. IEEE Proceeding from Industrial Electronics Society, 2001, 3(2): 1603-1611.
  • 9[9]Waikar S P. A low cost low loss brushless permanent magnet motor drive [D]. The office of graduate studies of Texas A&M University: Texas A&M University, 2001.
  • 10[10]Luk P C K, Lee C K, Kwok N M. Development of a low cost software package for the design of a brushless DC motor controller [C]. Proceeding from Electrotechnical Conference, 1994, 12-14: 1306-1309.

共引文献212

同被引文献73

引证文献10

二级引证文献45

电机与控制学报
2004年 第1期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部